Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | accuracy | boyce_cont | roc_auc | tss_max |
|---|---|---|---|---|
| rf | 0.9516908 | 0.9263578 | 0.9954542 | 0.9694826 |
| bt | 0.9138486 | 0.9472650 | 0.9753610 | 0.8834894 |
| maxnet | 0.6191626 | 0.9545484 | 0.7610496 | 0.4423039 |
| gam | NA | NA | NA | 0.4478881 |
| glm | NA | NA | NA | 0.4285247 |
Variable Importance